Indexing Faces for Scalable Visual Search 🚀 Build your own Google‑style photo finder in minutes with face detection, embeddings and Qdrant 🔍 with step-by-step preview. 🌟 Repo (appreciate a star!): github.com/cocoindex-io/coco… 👀 Tutorial: cocoindex.io/blogs/face-dete… More details: 🔹Detect all faces in the image and extract their bounding boxes 🔹 Crop and encode each face image into a 128-dimensional face embedding 🔹Store metadata and vectors in a structured index to support queries like: “Find all similar faces to this one” or “Search images that include this person” @cocoindex_io @qdrant_engine #LLM #RAG #AIResearch #SemanticSearch #OpenSource #AIAgents #DataInfrastructure #KnowledgeGraphs #VectorSearch #DevTools #OpenAI #Ollama #MachineLearning #Multimodal #FaceRecognition #MLOps #EmbeddingSearch #AIInfra #Python #Postgres #Qdrant

🧑‍💻Check out some training material we've been working on! It's an excellent option for people starting with #vectordatabase and #embeddingsearch. 📽️Watch the full course introduction here: youtu.be/Vrhu7d5N5B4